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Fei Sheng

2 accepted papers

2022

Fast Road Segmentation via Uncertainty-aware Symmetric Network

ICRA 2022poster

The high performance of RGB-D based road segmentation methods contrasts with their rare application in commercial autonomous driving, which is owing to two reasons: 1) the prior methods cannot achieve high inference speed and high accuracy in both ways; 2) the different properties of RGB and depth d…

Cited by 48SourcecodeScholar
2022

Monocular Depth Distribution Alignment with Low Computation

ICRA 2022poster

The performance of monocular depth estimation generally depends on the amount of parameters and computational cost. It leads to a large accuracy contrast between light-weight networks and heavy-weight networks, which limits their application in the real world. In this paper, we model the majority of…

Cited by 14SourcecodeScholar